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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Strategy-focused and value-oriented capabilities: methodology for linking capabilities with goals and measures</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Dmitry Kudryavtsev</string-name>
          <email>dmitry.ku@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Lev Grigoriev</string-name>
          <email>griglev@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Svyatoslav Bobrikov</string-name>
          <email>svyatoslav.bobrikov@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Business Engineering Group</institution>
          ,
          <addr-line>Furazhnyj, 3, 191015 Saint-Petersburg</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>St. Petersburg State Polytechnical University</institution>
          ,
          <addr-line>Polytechnicheskaya, 29, 195251, St.Petersburg</addr-line>
        </aff>
      </contrib-group>
      <fpage>15</fpage>
      <lpage>26</lpage>
      <abstract>
        <p>Capability-based enterprise modeling is gaining presence in business practice. Capability is the central concept of the resource-based view of a firm, and it helps to bridge strategy with business operations. The use of capabilities for behavior modeling provides flexibility, stimulates reuse, and helps the firm to focus on its core competencies. In order to benefit from this approach, capabilities must be strategy-focused and value-oriented. In other words, strategic goals and measures must be linked to capabilities. The paper provides a methodology to solve this task, which integrates a set of principles (way of thinking), a step-by-step method (way of working), viewpoints, and a metamodel (way of modeling). The article also points to the enterprise architecture management tool, which supports the suggested methodology.</p>
      </abstract>
      <kwd-group>
        <kwd>enterprise modeling</kwd>
        <kwd>strategy</kwd>
        <kwd>goals</kwd>
        <kwd>capability map</kwd>
        <kwd>strategy map</kwd>
        <kwd>strategic alignment</kwd>
        <kwd>goal cascading matrices</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        The primary pursuit of business is creating and maintaining value. The resource-based
view suggests that firms’ resources drive value creation via the development of
competitive advantage [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Specifically, the resource-based view suggests that
possessing valuable and rare resources provides the basis for value creation. This
value may be sustainable when those resources are also inimitable and lack substitutes
[
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. However, merely possessing such resources does not guarantee the development
of competitive advantages or the creation of value. To realize value creation, firms
must accumulate, combine, and exploit resources. Prahalad and Hamel outline that
the source of competitive advantage is to be found in the management’s ability to
identify the core competencies of a firm, i.e. “consolidate corporate-wide technologies
and production skills into competencies that empower individual businesses to adapt
quickly to changing opportunities” [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. As work on the resource-based view has
progressed, it has become clear that the resource-based view extends not only to the
assets of an organization, but also to its capabilities. Capability is the ability of an
organization to perform a coordinated set of tasks, utilizing organizational resources,
for the purpose of achieving a particular end result [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
      </p>
      <p>From the theories of the resource- and competence-based view, a capability-based
modeling paradigm was derived [5; 6; 7; 8]. By making the firm’s capabilities and
their connections visible and providing corresponding performance measures, the
capability map concept helps to capture the firm’s capabilities structure and to solve
related problems of reengineering and outsourcing, e.g. using “heat maps”. Capability
modeling provides guidance on determining how changes in particular business areas,
or outsourcing particular business functions, will affect the overall business and not
only a singular business process. The use of capabilities for behavior modeling
provides flexibility, stimulates reuse, and helps the firm to focus on its core
competencies.</p>
      <p>
        Since capabilities bridge strategy with business operations and information
technologies, they must be linked with strategic goals [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. In order to support value
orientation, it is necessary to clarify this concept. Iacob et al [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ] identified that value
definitions vary from soft/qualitative to formal/quantitative: as objective functions,
(economic) indices. Some value taxonomies/frameworks are mentioned: e.g., Deloitte
enterprise value map [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ]. It seems that the concept of value is very much related to
performance, since performance measures (i.e., so-called key performance indicators)
are also value measures, (e.g., costs, profit, customer satisfaction, etc.) [11; 12]. So if
capabilities will be associated with the corresponding performance indicators, which
measure values of different stakeholders, it will be possible to consider such
capabilities to be value-oriented.
      </p>
      <p>
        There exist some frameworks, methods, and models for linking capabilities with
strategic goals and measures, such as Hafeez et al framework for determining key
capabilities [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ], Kaplan and Norton methodology [
        <xref ref-type="bibr" rid="ref14 ref15">14, 15</xref>
        ] and Archimate capability
extension [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ]. However, there is a lack of the integrated model-driven methodology.
Modelling and automated support is crucial for a design methodology. According to
[
        <xref ref-type="bibr" rid="ref17">17</xref>
        ] “a design methodology is characterized by a way of thinking, controlling,
working, and modelling. Preferably, these "ways" are supported by a coherent set of
automated tools (a designers' environment or workbench).” So the objective of the
current paper is to provide an integrated methodology for linking capabilities with
strategic goals and measures, which will include a set of principles (way of thinking),
a step-by-step method (way of working), viewpoints, and a meta-model (way of
modeling).
2
      </p>
    </sec>
    <sec id="sec-2">
      <title>Principles for linking capabilities with goals and measures (Way of thinking)</title>
      <p>
        The first principle: goal cascading follows the structure of the capability maps (or
more generally, behaviour structure). On one hand, it applies to the translation of
goals between levels of strategy (corporate, business and functional), which follows
the hierarchy of corporate, business and functional systems (of behavior), see [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ]. On
the other hand, it applies to goal cascading within one strategy level. Norton and
Kaplan identified four perspectives (or groups) of strategic goals: Financial,
Customer, Internal and Learning&amp;Growth [14; 19]. While the Financial and Customer
goals have its own decomposition logic, the Internal and Learning&amp;Growth goals
follow the structure of the capability map.
      </p>
      <p>
        The second principle: two dimensions for capability decomposition. This principle
is inspired by the work of Malone and his colleagues [
        <xref ref-type="bibr" rid="ref20">20</xref>
        ]. Although their work was
devoted to processes, its generality enables to apply that approach to behavior in
general and capabilities in particular. They claim: “Most process mapping techniques
analyze business processes using only one primary dimension: breaking a process into
its different parts. Our representation adds a second dimension: differentiating a
process into its different types”. Table 1 illustrates the difference between these two
dimensions. In this table, the generic activity called “Sell” is broken apart into parts
(or subactivities) like “Identify potential customers” and “Inform potential
customers.” The generic activity is also differentiated into types (or specializations)
like “Sell via store” and “Sell via face-to-face sales”.
      </p>
      <p>
        Malone and his colleagues add “we have found it useful to combine specializations
into what we call “bundles” of related alternatives. These bundles do not have a direct
parallel in traditional object-oriented languages; however, they are comparable to
“facets” in information science [
        <xref ref-type="bibr" rid="ref21">21</xref>
        ]. For instance, Table 1 shows part of the
specialization hierarchy for sales processes. In this example, one bundle of
specializations for “Sell something” is related to how the sale is made: direct mail,
retail storefront, or direct sales force. Another bundle of specializations has to do with
what is being sold: beer, automotive components, financial services, etc. Comparing
alternative specializations in terms of their ratings on various criteria is usually
meaningful only within a bundle of related alternatives”.
      </p>
      <p>
        We applied this decomposition concept to capabilities and received the “Capability
type” as a result of specification and the “Capability component” as a result of
breaking “Component” down into parts, see Fig. 1. “Capability component” becomes
a capability of the next hierarchy level. Besides we use the concept “Capability value
configuration” (adapted from [
        <xref ref-type="bibr" rid="ref22 ref23">22, 23</xref>
        ]), which realizes the “Capability type” and is
based on the “Capability components”.
      </p>
      <p>
        The third principle: capability not only includes “primary” value-creating
activities, but also the necessary domain-specific managerial capabilities.
Additionally, it sets requirements for enabling capabilities (which can be received as
a service). For greater detail, see functional system pattern in [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ].
3
      </p>
    </sec>
    <sec id="sec-3">
      <title>Method for linking capabilities with strategic goals and measures (Way of working)</title>
      <p>Here are the steps for linking capabilities with strategic goals and measures. The key
concepts within this method are represented in the next chapter.</p>
      <p>
        1. Identify the level for linking capabilities with strategic goals and measures
(level of strategy): functional domain (top-level capability), business unit or
an enterprise as a whole. We use the terms: functional system, business
system and corporate system [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ],
2. Identify external requirements or, in other words, Customer and Financial
perspective goals for the ‘system’ in question. If we chose functional level at
the previous step, then the ‘system’ is equal to the capability of any level
(level N, for example),
3. Determine the necessity to identify capability types (“capability value
configurations”). Main criteria: 1. Differences in “external” requirements for
4.
5.
6.
7.
8.
9.
10.
11.
12.
the capability types? 2. Differences in the underlying technology (and in
capability components as a result),
Identify capability types (“capability value configurations”) based on
“WHAT”- and/or “to WHOM” facets. These capability types will either have
individual “external” requirements, or elaborate requirements for the
considered capability.
      </p>
      <p>Elaborate external requirements or, in other words, Customer and Financial
perspective goals for the level N capability using the capability types
obtained in step 4.</p>
      <p>
        Optional. Choose capability types (“capability value configurations”) based
on “HOW” and/or other technology-influencing facets. Criteria: “external”
requirements must match the performance characteristics of the capability
type. The chosen capability type predetermines the set of the capability
components (level N+1 capabilities),
Determine capability components (and subcomponents) for the identified
capability types and develop Capability map (see the viewpoints in chapter
4),
Determine (external) requirements for the capability components (level N+1
capabilities) or, in other words, internal perspective goals for the considered
component. Goal-cascading matrices (see the viewpoints in chapter 4) are
used for this purpose,
Determine (external) requirements for the management and enabling
capabilities or, in other words, growth perspective goals for the considered
component. Goal-cascading matrices (see chapter 4) are used for this
purpose,
Develop Strategy map (see the viewpoints in chapter 4) based on the
strategic goals obtained in step 5, 8 and 9, and relationships from
Goalcascading matrices obtained in steps 8 and 9 (goals with high priority and
relationships with high influence power are candidates for the map),
Develop measures for the strategic goals obtained in step 5, 8 and 9,
Develop strategic initiatives (capability development projects).
Goalcascading matrices can also be used here [
        <xref ref-type="bibr" rid="ref24">24</xref>
        ].
4
      </p>
    </sec>
    <sec id="sec-4">
      <title>Meta-model and viewpoints (Way of modeling)</title>
      <p>
        The key concepts of the methodology are represented in the meta-model. This
metamodel (Fig. 2) rests on the following reference meta-models and ontologies [
        <xref ref-type="bibr" rid="ref16 ref23 ref25">16, 23,
25</xref>
        ].
      </p>
      <sec id="sec-4-1">
        <title>The definitions of core elements of the metamodel:</title>
        <p>
          Goal – an end state that a stakeholder intends to achieve [
          <xref ref-type="bibr" rid="ref16">16</xref>
          ].
        </p>
        <p>
          Capability – an ability to execute a repeatable pattern of actions. A firm has to
dispose of a number of capabilities to be able to offer its value proposition.
Capabilities are based on a set of Resources [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ].
In order to link goals with capabilities, we use three types of viewpoints
(representation formats): 1. Goal-cascading matrices, 2. Maps, 3. Tables with goals,
measures and initiatives.
        </p>
        <p>Goal-cascading matrices are of three subtypes (Fig. 3):</p>
        <p>A. “Goal – Capability” matrix, which helps to represent what capabilities realize
what goals, evaluate capability influence level and prioritize capabilities based on
goal priorities;</p>
        <p>B. “Goal – Subgoal” matrix, which helps to link goals of different levels, evaluate
influence and prioritize subgoals based on higher level goal priorities;</p>
        <p>
          C. “Goal – Capability (Subgoal)” matrix, which in addition to “Goal – Capability”
matrix helps to represent the influence justification or the supporting claim [
          <xref ref-type="bibr" rid="ref26">26</xref>
          ] in
terms of lower level goals (it is more precise to use Influencers instead of Subgoals in
justifications, but typically these Influencers are the basis for Subgoals, so they can be
omitted).
        </p>
        <p>
          The “Goal – Capability” and “Goal – Subgoal” matrices (including weight
calculation methods) are based on the Quality Function Deployment (QFD)
methodology [
          <xref ref-type="bibr" rid="ref27 ref28">27, 28</xref>
          ]. QFD application for these particular matrices and business
architecture in general is described in [
          <xref ref-type="bibr" rid="ref24">24</xref>
          ].
        </p>
        <p>
          The “Goal – Capability (Subgoal)” matrix is based on the ideas of the SIBYL tool
[
          <xref ref-type="bibr" rid="ref26 ref29">26, 29</xref>
          ], which provides decision matrices to represent design rationale. Items in the
cells of these matrices can be associated with detailed justifications for the various
ratings.
Maps include: 1. Capability maps, 2.“Capability-oriented” Strategy maps (Fig. 4).
        </p>
        <p>
          We use specialized capability maps, which are based on the functional system’s
pattern [
          <xref ref-type="bibr" rid="ref18">18</xref>
          ] and integrate ideas from [
          <xref ref-type="bibr" rid="ref5 ref6 ref8">5, 6, 8</xref>
          ]. For every Capability X functional
system’s pattern (and corresponding map) will provide decomposition into capability
types and components, besides it will specify capability X’s specific management and
enabling elements.
        </p>
        <p>
          The “capability-oriented” Strategy map complies to the standard of traditional
strategy maps [14; 19], but has two specialties: 1. It is defined for the Capability
concept, while the traditional strategy maps are defined for actors (organization as a
whole, business unit, department etc.); 2. Its structure (goal decomposition logic) in
Internal and Learning&amp;Growth perspectives follow the structure of the capability in
question.
The suggested methodology is mostly supported by the enterprise architecture
modeling tool of ORG-Master [
          <xref ref-type="bibr" rid="ref30">30</xref>
          ]. This tool supports a domain-specific modeling
concept [
          <xref ref-type="bibr" rid="ref31">31</xref>
          ] and provides visual modeling tools [
          <xref ref-type="bibr" rid="ref32">32</xref>
          ] as plug-ins. Org-Master includes
the following modules: enterprise model editor, reporting and query module, diagram
editor and meta-editor. Classifications and matrices are the main knowledge
representation mechanisms in ORG-Master. Classification/hierarchical list - the
representation format for entities, hierarchical relationships between them and values
for the properties of entities. Matrix - the representation format for relationships
between entities from classifiers. Advanced matrix editing capabilities of
ORGMaster are suitable for work with goal-cascading matrices. The tool’s special
functionality, which is relevant for this paper:
• Provides editing capabilities for the goal-cascading matrices (see Fig. 3). The
current version of the ORG-Master supports qualitative work with matrices. The
special QFD-plugin supports quantitative work and calculations. This plugin exists
for the previous version of the tool and is being developed for the new one.
• Automatically generates capability maps from the repository;
• Provides editing capabilities and automatic generation from the repository for
strategy maps (prototype phase);
• Automatically generates textual and table reports and provides report
customization capabilities.
6
        </p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>Application of the approach</title>
      <p>The suggested methodology is used by Business Engineering Group company for
business alignment, business model implementation, strategic business process
management and capability management projects. This methodology or its parts
helped to develop and deploy the corporate strategies for 5 companies, business
strategies for 7 companies and functional strategies for 4 companies in Russia.</p>
      <p>In order to represent some elements of the methodology, let’s have a look at the
functional sales strategy of the confectionery factory.</p>
      <p>Sales capability has the following goals (external requirements): ‘Sales plan
implementation’, ‘Sales profitability’, ‘Correct representation of the value
proposition’, ‘Optimized accounts receivable’.</p>
      <p>Sales capability types (or capability value configurations): ‘Selling to retail
chains’, ‘Selling to small retail stores’, ‘Selling to consumers via own retail stores’.</p>
      <p>Sales capability components: ‘Potential customers identification’, ‘Managing sales
plans’, ‘Presale work’, ‘Managing sales orders’, ‘Operating retail store’,
‘Contracting’, ‘Managing customer relationship’.</p>
      <p>Let’s zoom in on the ‘Managing customer relationship’ goals. The ‘Selling to retail
chains’ capability type will initiate and set high priority for the following goals:
‘Increase in the amount of strategic partners’ and ‘Customer base stability’, while
‘Selling to small retail stores’ capability type will value ‘Customer base increase’ and
‘Customer profitability’.
7</p>
    </sec>
    <sec id="sec-6">
      <title>Related work</title>
      <sec id="sec-6-1">
        <title>There are papers, which set links between goals and capabilities.</title>
        <p>
          Kaplan and Norton methodology [
          <xref ref-type="bibr" rid="ref14 ref15">14, 15</xref>
          ] shares objectives with this paper –
making a strategy-focused company, linking goals and measures with internal
behavior in terms of processes, strategic alignment. Similarities: we also use strategy
maps with a standard set of perspectives (groups of goals). Differences: 1. Traditional
strategy maps are defined for actors (organization as a whole, business unit,
department etc.), while our “capability-oriented” strategy maps for capabilities; 2.
Goal-cascading matrices, in our approach, help prioritizing goals and capabilities at
every level (and select the most important elements for the strategy map).
        </p>
        <p>
          There are papers, which set links between goals and business processes [
          <xref ref-type="bibr" rid="ref33 ref34">33, 34</xref>
          ].
Some authors from this category, e.g. [
          <xref ref-type="bibr" rid="ref34">34</xref>
          ] use similar matrices in their work (e.g. The
Process / Stakeholder Value Matrix), but their use is much more limited. Regardless,
our method pays more attention to capability decomposition (e.g. type-component
differentiation, ‘primary – enabling – management’ classification) and use this
decomposition for goal cascading. In their EKD approach, Kavakli and Loucopoulos
[
          <xref ref-type="bibr" rid="ref33">33</xref>
          ] provide detailed meta-models for modeling goals, processes and their
relationships. Differences: 1. This paper’s methodology provides more granularity
and precision using capability type-component differentiation, capability
classification into ‘primary – enabling – management’ and predefined goal groups
(perspectives). 2. There is no predefined method in the EKD approach “one may start
at any enterprise knowledge submodel and move to other levels, depending on the
situation”. 3. Goal hierarchical structure shapes the process architecture in EKD,
while in our approach goal structure follows the structure of a capability map.
        </p>
        <p>
          Hafeez, together with his colleagues, provided framework for determining key
capabilities [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ]. Similarities between the approaches: 1. External requirements for
the ‘system’ in question are identified similarly – basis for capability evaluation: the
Non-financial performance model [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ] is similar to the Customer perspective goals
and measures, while the Financial performance model [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ] is similar to the Financial
perspective goals. 2. Consecutive evaluation of different level capabilities is similar to
the system of consecutive goal-cascading matrices. Differences: 1. The purpose of the
method: evaluate capabilities versus providing goals and measures for capabilities.
Top-level measures are only used to set the evaluation criteria. 2. [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ] use more
complex and precise AHP in order to evaluate capabilities. 3. We provide more
granularity and precision because of the aforementioned detailed capability and goals
decomposition.
8
        </p>
      </sec>
    </sec>
    <sec id="sec-7">
      <title>Conclusion</title>
      <p>The increasingly complex, dynamic, and uncertain nature of today’s world has led
many enterprises to design and manage their organizations as systems of capabilities
(in addition to a system of processes). A capability-based approach makes enterprises
more dynamic, support reuse, helps to implement service-oriented architecture, enable
companies to focus on core competencies and outsource non-core capabilities. In
order to make capability modeling beneficial, enterprises must make capabilities
strategy-focused and value-oriented. Such a link with goals and measures will help to
prioritize capabilities and transformation initiatives, make solid investment decisions,
identify differentiating requirements and criteria operational optimization. This paper
provides a methodology for linking capabilities with goals and measures. It integrates
a set of principles (way of thinking), a step-by-step method (way of working),
viewpoints, and a meta-model (way of modeling). The article also points to the
enterprise architecture management tool, which supports the suggested methodology.
The main benefits of the method include more precise work with the requirements for
capabilities and better identification of the capability components.</p>
    </sec>
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